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LLM Wiki

A pattern for building personal knowledge bases using LLMs.

This is an idea file, it is designed to be copy pasted to your own LLM Agent (e.g. OpenAI Codex, Claude Code, OpenCode / Pi, or etc.). Its goal is to communicate the high level idea, but your agent will build out the specifics in collaboration with you.

The core idea

Most people's experience with LLMs and documents looks like RAG: you upload a collection of files, the LLM retrieves relevant chunks at query time, and generates an answer. This works, but the LLM is rediscovering knowledge from scratch on every question. There's no accumulation. Ask a subtle question that requires synthesizing five documents, and the LLM has to find and piece together the relevant fragments every time. Nothing is built up. NotebookLM, ChatGPT file uploads, and most RAG systems work this way.

@Artemsites
Artemsites / ARTICLE.md
Last active May 7, 2026 03:34
Как создать репозиторий git на обычном хостинге по ssh

Как создать репозиторий git на обычном хостинге по ssh (на примере beget)

1. Если ключ ssh ещё не создан на локальном компьютере то создаём его

Открываем терминал и вводим команду: ssh-keygen -t rsa

-t - это ключ установки типа ключа
rsa - это тип ключа shh, ешё он может быть например ed25519
Возможные типы ssh ключей можно посмотреть командой в терминале:

@OrangeViolin
OrangeViolin / character-optimization-design--optimization-examples.md
Last active May 7, 2026 03:33
Game Design Skill for Claude Code - 基于《游戏设计的100个原理》的游戏设计全流程助手 | 仅供个人学习与娱乐

Min/Maxing Examples and Mitigations

Traditional D&D

  • Problem: Players dump Charisma to boost Strength
  • Mitigation: Charisma affects more mechanics (leadership, NPC reactions)
  • Result: Still possible, but trade-offs are meaningful

Dark Souls

  • Approach: Complex stat scaling system
  • Design: Each weapon scales with different stats

LLM-SKILL

Runnable Implementation: https://github.com/hanyuancheung/llm-skill

This is a first-person record of how I took Karpathy's LLM-Wiki intuition and turned it, step by step, into the llm-skill project. I'll walk through: where I started, why I chose this particular layering, what each layer solves.


1. Starting point: what I actually took away from LLM-Wiki

OS version Arch File Host Size Download Link Rate Limits
Windows 1.0 8086 Winworld (Kansas City, Missouri) 541KB Download ❌ Yes, 25 per day
Windows 2.0 386 Winworld (Kansas City, Missouri) 2.80MB Download ❌ Yes, 25 per day
Windows 3.0 8086/386
@yovko
yovko / arch_linux_install_notes.md
Last active May 7, 2026 03:25
Arch Linux installation (BTRFS+LUKS2+Limine)